[PhD] Statistical modeling and physics-informed deep learning for exoplanet detection and characterization at high-contrast from multi-dimensional data
Keywords: statistical modeling, physics-informed deep learning, data-driven approaches, inverse problems, hybrid approaches, instrumental modeling, nuisance modeling, multivariate data, high-angular resolution & high-contrast imaging, exoplanet detection & characterization. Scientific Context: The direct observation of the close environment of stars can reveal the presence of exoplanets and circumstellar disks, providing crucial insights…